{"id":"W2625022041","doi":"10.1016/j.psychres.2017.06.006","title":"An ounce of prevention outweighs kilograms of weight loss","year":2017,"lang":"en","type":"letter","venue":"Psychiatry Research","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Psychological intervention; Mental health; Context (archaeology); Preference; Mental illness; Psychology; Rehabilitation; Gerontology; Medicine; Clinical psychology; Psychiatry; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001809254,0.0006936986,0.0010693,0.0004640646,0.003046336,0.001471141,0.0007894171,0.02536796,0.008436667],"category_scores_gemma":[0.0115596,0.0003819717,0.0008407396,0.0004076108,0.001854074,0.002020659,0.000985542,0.02558401,0.004537725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002260882,"about_ca_system_score_gemma":0.001777549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004243277,"about_ca_topic_score_gemma":0.0112006,"domain_scores_codex":[0.9987286,0.0003805384,0.0002343846,0.0001481627,0.0002979396,0.0002104246],"domain_scores_gemma":[0.9958689,0.002194168,0.0003081777,0.0001193026,0.0005184665,0.0009909569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004980101,0.0005631602,0.01706566,0.00033372,0.0001509679,0.01588551,0.0002865865,0.0001860988,0.001109599,0.009394033,0.8834187,0.07110791],"study_design_scores_gemma":[0.001070576,0.001178926,0.02041239,0.001513414,0.0002881773,0.03282663,0.002073824,0.001140416,0.0007158788,0.03039513,0.9082651,0.0001195414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002171744,0.00211381,0.0001025163,0.9763475,0.01397454,0.000009153012,0.00002606235,0.0000173632,0.005237321],"genre_scores_gemma":[0.01965558,0.003906939,0.000377515,0.8999361,0.06735823,0.00002209944,0.00004148513,0.0000177534,0.008684343],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02536796,"threshold_uncertainty_score":0.02822351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07724387596226194,"score_gpt":0.4230280946425776,"score_spread":0.3457842186803157,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}